{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Visualize the `turbulent_radiative_layer_2D` dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import glob\n",
    "\n",
    "import h5py\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['data/train/turbulent_radiative_layer_tcool_0.03.hdf5', 'data/train/turbulent_radiative_layer_tcool_0.06.hdf5', 'data/train/turbulent_radiative_layer_tcool_0.10.hdf5', 'data/train/turbulent_radiative_layer_tcool_0.18.hdf5', 'data/train/turbulent_radiative_layer_tcool_0.32.hdf5', 'data/train/turbulent_radiative_layer_tcool_0.56.hdf5', 'data/train/turbulent_radiative_layer_tcool_1.00.hdf5', 'data/train/turbulent_radiative_layer_tcool_1.78.hdf5', 'data/train/turbulent_radiative_layer_tcool_3.16.hdf5']\n"
     ]
    }
   ],
   "source": [
    "# print the list of paths of files in the training set\n",
    "set_path = \"train\"\n",
    "paths = sorted(glob.glob(f\"data/{set_path}/*.hdf5\"))\n",
    "print(paths)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(8, 101, 128, 384)\n",
      "<KeysViewHDF5 ['boundary_conditions', 'dimensions', 'scalars', 't0_fields', 't1_fields', 't2_fields']>\n"
     ]
    }
   ],
   "source": [
    "# select the last path\n",
    "p = paths[-1]\n",
    "\n",
    "# print the first layer of keys\n",
    "with h5py.File(p, \"r\") as f:\n",
    "    print(f[\"t0_fields\"][\"density\"].shape)\n",
    "    print(f.keys())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "print bc available: <KeysViewHDF5 ['x_periodic', 'y_open']>\n",
      "print attributes of the bc: <KeysViewHDF5 ['associated_dims', 'associated_fields', 'bc_type', 'sample_varying', 'time_varying']>\n",
      "get the bc type: PERIODIC\n"
     ]
    }
   ],
   "source": [
    "# In 'boundary_conditions' is stored the information about the boundary conditions:\n",
    "with h5py.File(p, \"r\") as f:\n",
    "    print(\"print bc available:\", f[\"boundary_conditions\"].keys())\n",
    "    print(\"print attributes of the bc:\", f[\"boundary_conditions\"][\"x_periodic\"].attrs.keys())\n",
    "    print(\"get the bc type:\", f[\"boundary_conditions\"][\"x_periodic\"].attrs[\"bc_type\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "t0_fields: <KeysViewHDF5 ['density', 'pressure']>\n",
      "t1_fields: <KeysViewHDF5 ['velocity']>\n",
      "t2_fields: <KeysViewHDF5 []>\n"
     ]
    }
   ],
   "source": [
    "# Reminder: 't0_fields', 't1_fields', 't2_fields' are respectively scalar fields, vector fields and tensor fields\n",
    "# print the different fields available in the dataset\n",
    "with h5py.File(p, \"r\") as f:\n",
    "    print(\"t0_fields:\", f[\"t0_fields\"].keys())\n",
    "    print(\"t1_fields:\", f[\"t1_fields\"].keys())\n",
    "    print(\"t2_fields:\", f[\"t2_fields\"].keys())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "shape of the selected t0_field:  (8, 101, 128, 384)\n"
     ]
    }
   ],
   "source": [
    "# The data is of shape (n_trajectories, n_timesteps, x, y)\n",
    "# Get the first t0_field and save it as a numpy array\n",
    "with h5py.File(p, \"r\") as f:\n",
    "    density = f[\"t0_fields\"][\"density\"][:] # HDF5 datasets can be sliced like a numpy array\n",
    "    print(\"shape of the selected t0_field: \", density.shape)\n",
    "    # you can directly slice the selected field without reading the whole dataset by doing:\n",
    "    # traj = 0 #select the trajectory\n",
    "    # field = f['t0_fields']['concentration'][traj, :]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x500 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "traj = 4  # select the trajectory\n",
    "traj_toplot = density[traj]\n",
    "\n",
    "# field is now of shape (n_timesteps, x, y). Let's do a subplot to plot it at t= 0, t= T/3, t= 2T/3 and t= T:\n",
    "fig, axs = plt.subplots(1, 4, figsize=(20, 5))\n",
    "T = traj_toplot.shape[0]\n",
    "\n",
    "# fix colorbar for all subplots:\n",
    "normalize_plots = False\n",
    "cmap = \"RdBu_r\"\n",
    "\n",
    "if normalize_plots:\n",
    "    vmin = np.min(traj_toplot)\n",
    "    vmax = np.max(traj_toplot)\n",
    "    norm = plt.Normalize(vmin=vmin, vmax=vmax)\n",
    "\n",
    "    for i, t in enumerate([0, T // 3, (2 * T) // 3, T - 1]):\n",
    "        axs[i].imshow(traj_toplot[t], cmap=cmap, norm=norm)\n",
    "        axs[i].set_xticks([])\n",
    "        axs[i].set_yticks([])\n",
    "        axs[i].set_title(f\"t={t}\")\n",
    "else:\n",
    "    for i, t in enumerate([0, T // 3, (2 * T) // 3, T - 1]):\n",
    "        axs[i].imshow(np.log(traj_toplot[t]), cmap=cmap)\n",
    "        axs[i].set_xticks([])\n",
    "        axs[i].set_yticks([])\n",
    "        axs[i].set_title(f\"t={t}\")\n",
    "plt.tight_layout()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "MLtest",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
